diff --git a/build/build_stage.sql b/build/build_stage.sql
index 3e19e28..e9ea42a 100644
--- a/build/build_stage.sql
+++ b/build/build_stage.sql
@@ -9,7 +9,7 @@ CREATE TEMP TABLE tdr AS (
          DATERANGE('2020-05-01','2021-05-01','[)') drange
         ,DATERANGE(('2020-05-01'::date + '1 year'::interval)::date,('2021-05-01'::date + '1 year'::interval)::date,'[)') repl
         ,'1 year'::interval AS incr
-        ,(SELECT jsonb_agg(x.v) FROM (VALUES('copy'),('actuals'),('actuals plug')) AS x(v)) iter
+        ,(SELECT jsonb_agg(x.v) FROM (VALUES('copy'),('actuals'),('actuals_plug')) AS x(v)) iter
 );
 
 WITH
@@ -56,7 +56,8 @@ gld AS (
         ,greatest(least(o.sdate,gld.edat),gld.sdat) dhidat
         ,null::text fesind
         ,null::text dhpost
-        ,o.fspr
+        ---for forecasting purposes there are no open orders, populate fspr----
+        ,ss.fspr
         -----------measures--------------------
         ,null::numeric ddqtoi
         ,null::numeric ddqtsi
@@ -169,7 +170,7 @@ gld AS (
         ---exclude integrated quotes----
         AND version = 'ACTUALS'
     GROUP BY
-        o.fspr
+        ss.fspr
         ,o.plnt
         ,COALESCE(o.promo,'')
         ,o.terms
@@ -581,9 +582,7 @@ SELECT * FROM baseline
         o.odate <@ (SELECT tdr.drange FROM tdr)
         OR o.odate <@ (SELECT tdr.repl FROM tdr)
     GROUP BY
-         o.odate
-        ,o.rdate
-        ,o.dhidat
+         o.dhidat
         ,o.fspr
         ,o.plnt
         ,o.promo